{"id":"https://openalex.org/W1552445756","doi":"https://doi.org/10.1007/978-3-642-01091-0_14","title":"Linear Models for Visual Data Mining in Medical Images","display_name":"Linear Models for Visual Data Mining in Medical Images","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1552445756","doi":"https://doi.org/10.1007/978-3-642-01091-0_14","mag":"1552445756"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-01091-0_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-01091-0_14","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027015115","display_name":"Alexei Manso Corr\u00eaa Machado","orcid":"https://orcid.org/0000-0001-8077-3377"},"institutions":[{"id":"https://openalex.org/I170935008","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica de Minas Gerais","ror":"https://ror.org/03j1rr444","country_code":"BR","type":"education","lineage":["https://openalex.org/I170935008"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Alexei Manso Corr\u00eaa Machado","raw_affiliation_strings":["Graduate Program on Electrical Engineering, Pontifical Catholic University of Minas Gerais, Av. Dom Jose Gaspar, 500, Belo Horizonte, MG, Brazil, 30535-610"],"affiliations":[{"raw_affiliation_string":"Graduate Program on Electrical Engineering, Pontifical Catholic University of Minas Gerais, Av. Dom Jose Gaspar, 500, Belo Horizonte, MG, Brazil, 30535-610","institution_ids":["https://openalex.org/I170935008"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5027015115"],"corresponding_institution_ids":["https://openalex.org/I170935008"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11239731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"321","last_page":"344"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.687451958656311},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.677898108959198},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.637528121471405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6046392321586609},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5515933036804199},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48439890146255493},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.45107904076576233},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4279975891113281},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4183151423931122},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.41449931263923645}],"concepts":[{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.687451958656311},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.677898108959198},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.637528121471405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6046392321586609},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5515933036804199},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48439890146255493},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.45107904076576233},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4279975891113281},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4183151423931122},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.41449931263923645},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-01091-0_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-01091-0_14","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W105479491","https://openalex.org/W1531521015","https://openalex.org/W1966382716","https://openalex.org/W1986580147","https://openalex.org/W1987566845","https://openalex.org/W1993326488","https://openalex.org/W1994690234","https://openalex.org/W2001050541","https://openalex.org/W2007153649","https://openalex.org/W2021461280","https://openalex.org/W2041398617","https://openalex.org/W2042122853","https://openalex.org/W2048050362","https://openalex.org/W2052169203","https://openalex.org/W2063976776","https://openalex.org/W2066306397","https://openalex.org/W2075519476","https://openalex.org/W2079498324","https://openalex.org/W2082439318","https://openalex.org/W2103139809","https://openalex.org/W2106031276","https://openalex.org/W2106308174","https://openalex.org/W2106904753","https://openalex.org/W2111737762","https://openalex.org/W2116509791","https://openalex.org/W2124157693","https://openalex.org/W2129821250","https://openalex.org/W2133487567","https://openalex.org/W2143746557","https://openalex.org/W2253685848","https://openalex.org/W2314250501","https://openalex.org/W2462634734","https://openalex.org/W2544894372","https://openalex.org/W2722851397","https://openalex.org/W2797361705","https://openalex.org/W4231889826","https://openalex.org/W4232061929","https://openalex.org/W4241341155","https://openalex.org/W4244528936","https://openalex.org/W4254004007","https://openalex.org/W4297625931","https://openalex.org/W4298364663"],"related_works":["https://openalex.org/W2185469136","https://openalex.org/W4306353150","https://openalex.org/W2026860389","https://openalex.org/W2168054807","https://openalex.org/W2058990474","https://openalex.org/W2043363698","https://openalex.org/W3207883763","https://openalex.org/W4386977688","https://openalex.org/W4379801084","https://openalex.org/W2034850138"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}